Tin D. Nguyen

According to our database, Tin D. Nguyen authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Are you using test log-likelihood correctly?

Sameer K. Deshpande, Soumya Ghosh, Tin D. Nguyen, Tamara Broderick

Trans. Mach. Learn. Res., 2024

2023

On Regularization and Inference with Label Constraints.

Kaifu Wang, Hangfeng He, Tin D. Nguyen, Piyush Kumar, Dan Roth

Proceedings of the International Conference on Machine Learning, 2023

2022

Measuring the robustness of Gaussian processes to kernel choice.

William T. Stephenson, Soumya Ghosh, Tin D. Nguyen, Mikhail Yurochkin, Sameer K. Deshpande, Tamara Broderick

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Many processors, little time: MCMC for partitions via optimal transport couplings.

Tin D. Nguyen, Brian L. Trippe, Tamara Broderick

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Measuring the sensitivity of Gaussian processes to kernel choice.

William T. Stephenson, Soumya Ghosh, Tin D. Nguyen, Mikhail Yurochkin, Sameer K. Deshpande, Tamara Broderick

CoRR, 2021

2020

Approximate Cross-Validation for Structured Models.

Soumya Ghosh, William T. Stephenson, Tin D. Nguyen, Sameer K. Deshpande, Tamara Broderick

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

PAC-Bayes Tree: weighted subtrees with guarantees.

Tin D. Nguyen, Samory Kpotufe

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018